Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9414894 0.8639084 0.9889313 0.9402202
bt 0.8630319 0.9650505 0.9007056 0.6398490
maxnet 0.6343085 0.9355916 0.7704133 0.4411162
gam NA NA NA 0.4525090
glm NA NA NA 0.4080901

Variable Importance